Overall LLM Rankings: February 2026
Comprehensive ranking of the top large language models in February 2026, combining multiple benchmarks including reasoning, coding, knowledge, and multimodal capabilities.
Benchmarks
Claude Sonnet 4.6 Arrives With 1M Context and Near-Opus Coding Performance
Anthropic's new mid-tier model matches Opus 4.6 on coding benchmarks, ships a million-token context window, and keeps the same $3/$15 pricing as its predecessor.
Understanding AI Benchmarks: What MMLU, GPQA, and Arena Elo Actually Mean
A plain-English guide to AI benchmarks like MMLU, GPQA, SWE-Bench, and Chatbot Arena Elo, explaining what they measure and why no single score tells the whole story.
Coding Benchmarks Leaderboard: SWE-Bench, Terminal-Bench, and LiveCodeBench
Rankings of the best AI models for coding tasks across SWE-Bench, Terminal-Bench, and LiveCodeBench benchmarks, measuring real-world software engineering and algorithmic problem-solving ability.
Reasoning Benchmarks: GPQA, AIME, and Humanity's Last Exam
Rankings of AI models on the hardest reasoning benchmarks available: GPQA Diamond, AIME competition math, and the notoriously difficult Humanity's Last Exam.
Multimodal AI Leaderboard: Vision, Video, and Beyond
Rankings of the best multimodal AI models for image understanding, video analysis, and visual reasoning, covering MMMU-Pro, Video-MMMU, and more.
